Applied AI

AI-Assisted Coding

GitHub Copilot, Cursor, Claude Code and using AI to write better code faster

13,218
lessons
Skills in this topic
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AI Pair Programming
beginner
Use inline completions and chat in Cursor/VS Code
AI-Assisted Code Review
intermediate
Generate unit tests with AI
Agentic Coding
advanced
Direct Claude Code agents on multi-file tasks
All Reads (9,244) Articles (1926)Blog Posts (4716)Tutorials (1897)Research Papers (410)News (295)
OpenAI News 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Codex-maxxing for long-running work
Learn how Jason Liu uses Codex to preserve context, manage complex projects, and help work continue beyond a single prompt.
How to add a security gate to your vibe-coding workflow (5 minutes)
Dev.to · 문세환 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
How to add a security gate to your vibe-coding workflow (5 minutes)
You're vibe-coding. Claude or GPT writes your backend in 10 minutes. It works. You ship it. Three...
Bun shipped a million lines of AI-generated unsafe code. That’s not bold, it’s reckless.
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Bun shipped a million lines of AI-generated unsafe code. That’s not bold, it’s reckless.
There were thirteen thousand unsafe blocks. This text was generated by AI. It was sent to a JavaScript runtime that millions of developers… Continue reading on
The Vibe Coding Delusion
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The Vibe Coding Delusion
Why AI-Generated Code Is Bankrupting Your Team’s Future Continue reading on Mr. Plan ₿ Publication »
As a software engineer, I’ve been thinking about how our role is quietly shifting with AI in the…
Medium · LLM 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
As a software engineer, I’ve been thinking about how our role is quietly shifting with AI in the…
It doesn't feel like a clean replacement story, but it also doesn't feel painless or equal for everyone. Continue reading on Medium »
How I Built an Institutional-Grade Quant Trading System as a College Student
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
How I Built an Institutional-Grade Quant Trading System as a College Student
From basic moving averages to meta-labelling and order flow imbalance — what it actually takes to build a decoupled NSE trading… Continue reading on Medium »
I Added Fresh Docs to My Coding Assistant and the SDK Code Stopped Breaking
Medium · RAG 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Added Fresh Docs to My Coding Assistant and the SDK Code Stopped Breaking
Last week I asked an AI coding assistant to generate a small Milvus ingestion script, and it gave me code that looked familiar in the… Continue reading on GoPen
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Orchestrating AI: LangChain Framework Abstraction vs. Pure Native Code
When building prototypes with Generative AI, velocity is everything. Developers want to stitch together prompts, text splitters, vector stores, and models as qu
Reddit r/artificial 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
What AI development would have shocked you the most if you’d seen it in 2020?
Back in 2020, I thought AI would improve gradually over the next decade. If someone had shown me today’s AI tools back then, I think I’d have been most shocked
Wiring AI Code Review into a Bitbucket + Jira Workflow
Dev.to · Kiran Naragund 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Wiring AI Code Review into a Bitbucket + Jira Workflow
Hello Devs 👋 If your team uses Bitbucket + Jira, your workflow probably looks something like...
What Nearly Two Years of AI Development Taught Me About Teaching
Dev.to · Todd Henderson 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
What Nearly Two Years of AI Development Taught Me About Teaching
Almost two years ago, one of my clients asked me to evaluate AI development tools. At the time, I...
The Slow First Request: Debugging a Jackson `ZonedDateTime` Serializer Cold Path in Spring Boot
Dev.to · Thellu 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The Slow First Request: Debugging a Jackson `ZonedDateTime` Serializer Cold Path in Spring Boot
You deploy a Spring Boot service. Most requests are fast. Then one request is mysteriously...
Reddit r/MachineLearning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Data-centric debugging for teams training neural nets [P]
We just did a big revamp of WeightsLab and wanted to share it here. If you’ve ever spent hours debugging a training run only to discover it was a data problem a
What I found when I security-scanned 10 AI-built apps (and how to check yours manually)
Dev.to · pam mafeng 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
What I found when I security-scanned 10 AI-built apps (and how to check yours manually)
AI coding agents — Lovable, bolt.new, Cursor, Replit — have made it possible for anyone to ship a...
Stop wasting tokens and re explaining your project between sessions.
Dev.to · Raiyan Yahya 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Stop wasting tokens and re explaining your project between sessions.
Claude Code starts every session cold. Recall keeps a local log of your sessions and condenses it...
I didn't set out to write a Lichess client
Dev.to · Olivier Bazin 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I didn't set out to write a Lichess client
AI Wrote the Endpoints. I Wrote the Library. I didn't set out to write a Lichess client :...
Stop Pretending to Review Code: How to Use AI Without Being Lazy
Dev.to · Learn AI Resource 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Stop Pretending to Review Code: How to Use AI Without Being Lazy
We all do it. PR comes in, it's Friday, you glance at it for 30 seconds, see no obvious red flags,...
Stop Using lazy in Swift Until You Read This
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Stop Using lazy in Swift Until You Read This
The race condition the compiler will never warn you about. Continue reading on Medium »
I Wish I Knew How Rust Could Cut My AI Costs Sooner — Here's the Data
Dev.to · bolddeck 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Wish I Knew How Rust Could Cut My AI Costs Sooner — Here's the Data
I gotta say, i Wish I Knew How Rust Could Cut My AI Costs Sooner — Here's the Data I'll be honest...
A Practical Guide to Swift Generics
Dev.to · rahul bandal 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
A Practical Guide to Swift Generics
Unlock code reusability and type safety with Swift Generics. This guide covers generic functions, types, constraints, and associated types with practical iOS ex
I Built an AI Model to Predict India’s Monsoon Failures.
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Built an AI Model to Predict India’s Monsoon Failures.
A GIS developer’s deep dive into why some droughts hurt more than others — and how I turned a climate question into a working forecast for… Continue reading on
Give Yourself 6 Months to Become an AI Engineer. Here’s the Exact Map to Follow.
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Give Yourself 6 Months to Become an AI Engineer. Here’s the Exact Map to Follow.
No PhD. No machine learning degree. Just a backend developer, a calendar, and a refusal to stay stuck. Continue reading on Medium »
I Turned Claude Code Into My Chief of Staff (One Folder, 6 Skills)
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Turned Claude Code Into My Chief of Staff (One Folder, 6 Skills)
Everyone aims Claude Code at their repo. I aimed it at my week. The folder that came out runs my mornings, and it taught me the two things… Continue reading on
The Design Doc Was Wrong. AI Trusted It Anyway.
Dev.to · Antonio Zhu 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The Design Doc Was Wrong. AI Trusted It Anyway.
I was building a new module for a side project, and the design document looked thorough. Claude had...
Building on Builder Platforms: Where Assumptions Break Down
Dev.to · Nometria 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Building on Builder Platforms: Where Assumptions Break Down
Why Your AI-Built App Works in the Builder But Dies in Production You've shipped something...
The More AI Writes Code, The More Architecture Matters
Dev.to · Md Mijanur Molla 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The More AI Writes Code, The More Architecture Matters
A few years ago, one of the biggest challenges in software development was writing code...
Choosing an AI Code Assistant: Copilot, Cursor, and Claude Code
Dev.to · Mustafa ERBAY 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Choosing an AI Code Assistant: Copilot, Cursor, and Claude Code
While writing tests for a new module in a production ERP system, I realized that 30% of my weekly...
ComfyUI vs commercial APIs in 2026: I generated 1,000 images on both. Here is the honest cost.
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
ComfyUI vs commercial APIs in 2026: I generated 1,000 images on both. Here is the honest cost.
Pure cost math says local crushes cloud by 100x. The math is also a trap, because you are not comparing the same models on both sides. Continue reading on Mediu
Free Cloud GPU in Your Local Terminal for AI
Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Free Cloud GPU in Your Local Terminal for AI
How to use Google Colab in Computer Terminal? Continue reading on Data Science in Your Pocket »
Free Cloud GPU in Your Local Terminal for AI
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Free Cloud GPU in Your Local Terminal for AI
How to use Google Colab in Computer Terminal? Continue reading on Data Science in Your Pocket »
Vibe coding is not a level. It's an axis.
Dev.to · Mike Czerwinski 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Vibe coding is not a level. It's an axis.
Karpathy gave us vibe coding: "see stuff, say stuff, run stuff, copy and paste stuff, and it mostly...
What to Put in Your CLAUDE.md (and What to Leave Out)
Dev.to · PromptMaster 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
What to Put in Your CLAUDE.md (and What to Leave Out)
A great CLAUDE.md is not the longest one. It is the one where every line changes what Claude does....
Why Claude Code Ignores Your CLAUDE.md (And How to Fix It)
Dev.to · PromptMaster 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Why Claude Code Ignores Your CLAUDE.md (And How to Fix It)
You wrote a detailed CLAUDE.md, and Claude Code still gets things wrong — wrong convention, touches...
Building a Computer-Aided Synthesis Planning Engine in Pure Rust
Dev.to · kent-tokyo 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Building a Computer-Aided Synthesis Planning Engine in Pure Rust
I've been building renkin, a retrosynthesis engine in Pure Rust. You give it a target molecule as a...
When Judgment Becomes the Bottleneck
Dev.to · Gamya 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
When Judgment Becomes the Bottleneck
A few days ago I published a lighthearted post about building a coding mascot generator with Google...
How to Use AI Coding Tools Without Leaking Source Code
Dev.to · gunxueqiu6 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
How to Use AI Coding Tools Without Leaking Source Code
Every major AI coding tool sends your code to an external server. Every single one. Cursor uploads...
I Built an AI Tutor in 48 Hours and Heres What Blew My Mind
Dev.to · gentlenode 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Built an AI Tutor in 48 Hours and Heres What Blew My Mind
I Built an AI Tutor in 48 Hours and Heres What Blew My Mind okay so I need to be honest with you —...
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Claude Code vs Cursor vs Copilot: An Honest Review After 40 Production Automations
₹40,000 to ₹70,000 — that's the extra monthly capacity my consulting practice has picked up since switching my primary dev loop to Claude Code six months ago. F
Why My First 6 AI Projects Failed — And the One That Finally Took Off
Medium · Programming 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Why My First 6 AI Projects Failed — And the One That Finally Took Off
by Attiqa — automation-obsessed Python developer with four years of building things the hard way before building them the right way Continue reading on CodeToDe
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I AI-remastered a 25-year-old game intro to real 1080p — and learned that the source matters more than the model
I spent way too long remastering the intro of Imperium Galactica 2 – Solarian , a space-strategy game from 2000, to a clean 1080p using AI. Along the way I lear
TypeScript 101: Getting Started with Strong Typing
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
TypeScript 101: Getting Started with Strong Typing
If JavaScript gives you freedom, TypeScript gives you confidence. Continue reading on JavaScript in Plain English »
Why I'm building a place to practice catching AI's bugs
Dev.to · KYUNGHWAN KIM 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Why I'm building a place to practice catching AI's bugs
Two moments made me start building Loupe. Neither was some grand realization — they were just things...
I Got Tired of “Invalid Input.” So I Gave React Forms and Tables an AI Brain.
Medium · JavaScript 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
I Got Tired of “Invalid Input.” So I Gave React Forms and Tables an AI Brain.
How I built react-ai-ux — an open source npm package that replaces dumb validation and clunky filters with Claude-powered components Continue reading on Medium
BiFormer Reshapes Visual Attention with “Bi-Level Routing”: Shaking Up SOTA at Lower…
Medium · Deep Learning 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
BiFormer Reshapes Visual Attention with “Bi-Level Routing”: Shaking Up SOTA at Lower…
— — Decoupling how Bi-Level Routing Attention enables Vision Transformers to “look less and think more” Continue reading on Medium »
What Survives the AI Commoditisation of Web Development.
Medium · AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
What Survives the AI Commoditisation of Web Development.
A website can now be generated in minutes. So why are some agencies thriving while others are becoming irrelevant? Continue reading on Medium »
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
"Coding is over, Software is not" — the line that nails AI coding's biggest misunderstanding
At a conference this week, a VP at PingCAP (the company behind TiDB) dropped a line that's been rattling around my head ever since: "Coding is over, Software is
Dev.to AI 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
The 15 bugs AI coding assistants generate over and over (and a scanner that catches them)
AI coding assistants are fast. They're also surprisingly consistent at making the same class of structural mistakes. After scanning hundreds of AI-generated fil
Output is cheap. Judgment is the job.
Dev.to · Kay Ashaolu 💻 AI-Assisted Coding ⚡ AI Lesson 2w ago
Output is cheap. Judgment is the job.
AI writes the code. You make the call. I rebuilt the entire site this month around that one sentence. Here is why, and what changed. For two years th…